Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events
☆369Apr 4, 2024Updated 2 years ago
Alternatives and similar repositories for auton-survival
Users that are interested in auton-survival are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Survival analysis with PyTorch☆995Sep 4, 2024Updated 2 years ago
- SurvSHAP(t): Time-dependent explanations of machine learning survival models☆102Jan 4, 2024Updated 2 years ago
- ☆35Jan 29, 2022Updated 4 years ago
- Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021☆32Nov 26, 2022Updated 3 years ago
- Survival analysis built on top of scikit-learn☆1,321Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Open source package for Survival Analysis modeling☆370Mar 11, 2024Updated 2 years ago
- DeepHit: A Deep Learning Approach to Survival Analysis with Competing Risks☆242Feb 12, 2025Updated last year
- DeepSurv is a deep learning approach to survival analysis.☆706Aug 27, 2020Updated 6 years ago
- SurvTRACE: Transformers for Survival Analysis with Competing Events☆68Sep 25, 2023Updated 3 years ago
- Repository for the review paper "Deep Learning for Survival Analysis: A Review"☆30Feb 25, 2025Updated last year
- The most comprehensive Python package for evaluating survival analysis models.☆59Updated this week
- Dynamic Deep Hit - Pytorch implementation☆35Apr 29, 2026Updated 4 months ago
- Deep Recurrent Survival Analysis, an auto-regressive deep model for time-to-event data analysis with censorship handling. An implementati…☆145Jan 28, 2021Updated 5 years ago
- Improving XGBoost survival analysis with embeddings and debiased estimators☆342Oct 3, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ACM CHIL 2021: "Enabling Counterfactual Survival Analysis with Balanced Representations"☆13Apr 4, 2021Updated 5 years ago
- Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data☆106Sep 2, 2020Updated 6 years ago
- Survival analysis in Python☆2,612Mar 7, 2026Updated 6 months ago
- Deep survival analysis made easy☆216Aug 27, 2026Updated last month
- Local interpretability for survival models☆26May 27, 2024Updated 2 years ago
- COX Proportional risk model and survival analysis implemented by tensorflow.☆104Mar 5, 2021Updated 5 years ago
- ☆11Apr 5, 2024Updated 2 years ago
- A probabilistic model to cluster survival data in a variational deep clustering setting☆32Aug 3, 2022Updated 4 years ago
- This repository contains morden baysian statistics and deep learning based research articles , software for survival analysis☆220Aug 18, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- SurvivalGAN: Generating Time-to-Event Data for Survival Analysis☆30Feb 27, 2023Updated 3 years ago
- Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals☆14Oct 1, 2021Updated 4 years ago
- A list of papers/resources in Survival Analysis that I have read or would like to read.☆100Jul 5, 2026Updated 2 months ago
- Tutorial on survival analysis using TensorFlow.☆46May 16, 2020Updated 6 years ago
- Multimodal deep learning model for long-term cancer survival prediction☆88Mar 1, 2022Updated 4 years ago
- Flexible and modular implementation of multi-task logistic regression in PyTorch.☆22Jul 6, 2023Updated 3 years ago
- ☆12Sep 11, 2019Updated 7 years ago
- ACM CHIL 2020: "Survival Cluster Analysis"☆18Jan 26, 2021Updated 5 years ago
- Training neural networks in PyTorch☆28Mar 7, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ICML 2018: "Adversarial Time-to-Event Modeling"☆38Jun 7, 2018Updated 8 years ago
- A Python package for modular causal inference analysis and model evaluations☆837May 26, 2026Updated 4 months ago
- ☆152Jul 25, 2024Updated 2 years ago
- Implementations of survival models in R☆58Jul 1, 2024Updated 2 years ago
- This repository is a tutorial about survival analysis based on advanced machine learning methods including Random Forest, Gradient Boosti…☆32Dec 6, 2018Updated 7 years ago
- ☆14Jul 13, 2022Updated 4 years ago
- An adapted PyTorch implementation of a Deep Recurrent Survival Analysis model.☆21Apr 12, 2023Updated 3 years ago